---
title: "Reproduction: DiscoGen Procedural Algorithm-Discovery Tasks"
emoji: 🪩
colorFrom: purple
colorTo: blue
sdk: static
pinned: false
short_description: Native DiscoGen task-space and benchmark audit
tags:
  - trackio
  - open-reproductions
  - icml2026-repro
  - paper-0Mvm3lqLjF
---

# Reproduction bundle

Direct deterministic execution of all five registered claims against arXiv v1
and the matching official v1.0.0 release.

```bash
python3 -m pip install -r requirements.txt
PYTHONDONTWRITEBYTECODE=1 PYTHONWARNINGS=error python3 reproduce.py --bundle-root . --output-dir /tmp/discogen-replay
PYTHONDONTWRITEBYTECODE=1 python3 validate_evidence.py
PYTHONDONTWRITEBYTECODE=1 python3 verify_manifest.py
```